Author

Mei-Yi Zhu

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Preprint Sep 2026

Post-Hoc Conformal Prediction for Reliable Wireless Communications

Deploying artificial intelligence (AI) in high-stakes wireless applications such as autonomous transportation requires guarantees of reliable operation. Such guarantees can often be obtained by designing systems that act on a set of predictions via conservative policies catering to all possible outcomes within the set....

Xin Su, Mei-Yi Zhu, Osvaldo Simeone et al. · 1 citation

#machine learning Preprint Sep 2026

Semantic-Aware Joint Source-Channel Optimization for Encoder-Agnostic Digital Video Communication

Video semantic communication has attracted increasing attention as a promising approach to improving video transmission efficiency. However, most existing approaches rely on computationally intensive deep learning-based video encoders and decoders, which hinders their deployment in resource-constrained scenarios. To ad...

Xiang-Ben Zhu, Cai-Li Guo, Yang Yang et al. · 0 citations

Preprint Sep 2026

Risk-Averse Decision Making via Quantum Measurement Design

Quantum measurements are conventionally optimized to maximize the average of a utility that depends on the true state and on the measurement outcome. However, when the outcome of the measurement is used as an action within a larger decision-making system, the average utility does not capture the risk of poor outcomes....

Mei-Yi Zhu, Osvaldo Simeone · 0 citations